Xiao-Wei Yu1, Chong Sha, Yong-Liang Guo, Rong Xiao, Yan Xu. 1. State Key Laboratory of Food Science and Technology, the Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, Jiangsu, China. biosean@yahoo.com.cn.
Abstract
BACKGROUND: Production of biodiesel from non-edible oils is receiving increasing attention. Tung oil, called "China wood oil" is one kind of promising non-edible biodiesel oil in China. To our knowledge, tung oil has not been used to produce biodiesel by enzymatic method. The enzymatic production of biodiesel has been investigated extensively by using Rhizopus oryzae lipase as catalyst. However, the high cost of R. oryzae lipase remains a barrier for its industrial applications. Through different heterologous expression strategies and fermentation techniques, the highest expression level of the lipase from R. oryzae reached 1334 U/mL in Pichia pastoris, which is still not optimistic for industry applications. RESULTS: The prosequence of lipases from Rhizopus sp. is very important for the folding and secretion of an active lipase. A chimeric lipase from R. oryzae was constructed by replacing the prosequence with that from the R. chinensis lipase and expressed in P. pastoris. The maximum activity of the chimera reached 4050 U/mL, which was 11 fold higher than that of the parent. The properties of the chimera were studied. The immobilized chimera was used successfully for biodiesel production from tung oil, which achieved higher FAME yield compared with the free chimeric lipase, non-chimeric lipase and mature lipase. By response surface methodology, three variables, water content, methanol to tung oil molar ratio and enzyme dosage were proved to be crucial parameters for biosynthesis of FAME and the FAME yield reached 91.9±2.5% at the optimized conditions by adding 5.66 wt.% of the initial water based on oil weight, 3.88 of methanol to tung oil molar ratio and 13.24 wt.% of enzyme concentration based on oil weight at 40°C. CONCLUSIONS: This is the first report on improving the expression level of the lipase from R. oryzae by replacing prosequences. The immobilized chimera was used successfully for biodiesel production from tung oil. Using tung oil as non-edible raw material and a chimeric lipase from R. oryzae as an economic catalyst make this study a promising one for biodiesel applications.
BACKGROUND: Production of biodiesel from non-<span class="Chemical">edible oils is receiving increasing attention. Tung oil, called "China wood oil" is one kind of promising non-edible biodiesel oil in China. To our knowledge, tung oil has not been used to produce biodiesel by enzymatic method. The enzymatic production of biodiesel has been investigated extensively by using Rhizopus oryzae lipase as catalyst. However, the high cost of R. oryzae lipase remains a barrier for its industrial applications. Through different heterologous expression strategies and fermentation techniques, the highest expression level of the lipase from R. oryzae reached 1334 U/mL in Pichia pastoris, which is still not optimistic for industry applications. RESULTS: The prosequence of lipases from Rhizopus sp. is very important for the folding and secretion of an active lipase. A chimeric lipase from R. oryzae was constructed by replacing the prosequence with that from the R. chinensis lipase and expressed in P. pastoris. The maximum activity of the chimera reached 4050 U/mL, which was 11 fold higher than that of the parent. The properties of the chimera were studied. The immobilized chimera was used successfully for biodiesel production from tung oil, which achieved higher FAME yield compared with the free chimeric lipase, non-chimeric lipase and mature lipase. By response surface methodology, three variables, water content, methanol to tung oil molar ratio and enzyme dosage were proved to be crucial parameters for biosynthesis of FAME and the FAME yield reached 91.9±2.5% at the optimized conditions by adding 5.66 wt.% of the initial water based on oil weight, 3.88 of methanol to tung oil molar ratio and 13.24 wt.% of enzyme concentration based on oil weight at 40°C. CONCLUSIONS: This is the first report on improving the expression level of the lipase from R. oryzae by replacing prosequences. The immobilized chimera was used successfully for biodiesel production from tung oil. Using tung oil as non-edible raw material and a chimeric lipase from R. oryzae as an economic catalyst make this study a promising one for biodiesel applications.
During the past decades biodiesel (monoalkyl esters of <span class="Chemical">long-chain fatty acids) is
receiving increasing attention as an alternative diesel fuel because of its
favorable properties, environmental benefits and the fact that is derived from the
renewable biological resources [1,2]. At present, biodiesel is mainly produced from edible
oils (more than 95%), such as soybeanoil, rapeseed oil and palm oil, which leads to
global imbalance to the food supply and demand market. One alternative way is to
produce biodiesel from low cost non-edible oils. Most of the non-edible plants can
be grown in wasteland and infertile land, which allows the use of wasteland to
produce oil crops for biodiesel production without the need to compete with food
crops for the limited arable land [3,4]. Thus, focus should be shifted to the sustainable
non-edible resources which will be crucial determinants in the popularization of
biodiesel.
Tung oil, called “China wood <span class="Chemical">oil” is one kind of promising non-edible
biodiesel oil in China. Tung trees are spread widely in China. The oil content of
the seeds and whole nuts is approximately 21 and 41 wt.%, respectively. The
productivity of tung oil is from 300 to 450 kg/ha, obtained by pressing the seeds of
the tung tree. Unlike vegetable oils that contain high amounts of saturated fatty
acids, tung oil is composed of more than 60% unsaturated fatty acid, mainly
9Z,11E,13E-α-elaeostearic acid [5,6]. Generally, saturated fatty acid methyl esters have good
oxidation stability and poor low temperature properties. On the contrary,
unsaturated fatty acid methyl esters have good low temperature properties and poor
oxidation stability [6]. The shortcomings of
tung oil methyl esters could be solved by blending with palm, coconut and canola oil
biodiesels [5,7].
Biodiesel could be produced by chemical or enzymatic methods according to the
catalysts employed in the process. Contrary to chemical catalysts, enzymatic method
does not form soaps and can esterify both FFA and TAG in one step without the need
of a subsequent washing step [2,8]. This is espn>ecially the case when using feeds high in FFA
such as <span class="Chemical">tung oil. To our knowledge, tung oil has not been used to produce biodiesel
by enzymatic method, except for several reports by chemical method [6,7,9,10].
Nowadays biodiesel production by lipase-catalyzed transesterification becomes an
interesting prospn>ect in an industrial scale. The enzymatic production of biodiesel
has been investigated extensively by using <span class="Species">Rhizopus oryzae lipase (ROL)
[11,12]. The
free R. oryzae lipase F-APl5 (Amano) catalyzed the methanolysis of soybeanoil which reached 80 wt.% yield of fatty acid methyl esters (FAME) by stepwise
additions of methanol to the reaction mixture in the presence of 4~30 wt.% water
[13]. The crude recombinant R.
oryzae lipase LY6 by Pichia pastoris immobilized on anion exchange
resin Amberlite IRA-93 was used to biosynthesis biodiesel from soybeanoil and the
highest biodiesel yield was achieved at 90.5% [14].
However, the high cost of the catalyst ROL remains a barrier for its industrial
applications. In order to bring the cost down, one of the options is to enhance the
<span class="Species">expression level of R. oryzae lipases. The production of active R.
oryzae lipases has been performed in Escherichia
coli[15], in Saccharomyces
cerevisiae[16,17] and in P. pastoris[18-20].
Lorenzo et al.[15] successfully
expressed the R. oryzae prolipase (proROL) in a soluble form in E.
coli with an activity of 166 U/mL (protein concentration 1.5 mg/mL).
Takahashi et al.[17] reported that
the activity of proROL by S. cerevisiae reached 2.88 U/mL (protein
concentration 28.0 mg/L, OD600 about 90) after 120 h of
cultivation in YPD medium. The activity of R. arrhizus prolipase expressed
in P. pastoris was obtained at 140 U/mL (4 375 U/g dry cell weight and 91
mg enzyme/L broth) after 92 h of cultivation in complex medium [21]. The activity of the mature lipase from R.
oryzae (mROL) expressed in P. pastoris reached 500 U/mL (60 g wet
cell weight/L and 60 mg enzyme/L) [20]. And
the activity of this lipase was further improved to 1334 U/mL (about 48 g dry cell
weight/L) by a methanol feeding strategy [18], which was the highest expression level ever reported.
However, through different heterologous expression strategies and fermentation
techniques, the expression level of R. oryzae lipases is still not
optimistic for industry applications.
The prosequenes in some proteolytic enzyme precursors inhibit the activity of the
mature portions, while some of the prosequences have the function to help folding of
the mature portions, such as subtilisin E of Bacillus
subtilis[22], carboxypeptidase
Y of S. cerevisiae[23], and lipases
from <span class="Species">Rhizopus sp. [24,25]. The lipase secreted from R. oryzae, similar
to the lipases from R. chinensis, Rhizomucor miehei and
Fusarium heterosporum, is synthesized as a precursor form with a
presequence (23 amino acid residues) and a prosequence (97 amino acid residues) at
the N-terminal side of the mature portion (268 amino acid residues) [24,25]. In E. coli,
the activity of the prolipase could reach 100 U/mL, while the mature portion of ROL
was expressed as an insoluble form without activity. The mutation studies
demonstrated that the prosequence of ROL seems to facilitate the folding by
providing an intramolecular thiol-disulfide reagent, and proROL is also
significantly more stable against thermal inactivation than mROL [25,26]. For the expression
of R. arrhizus lipases in P. pastoris, the pro-form lipase
(r28RAL) and the mature portion of the lipase in the supernatant reached 91 mg/L and
80 mg/L, respectively [21]. Takahashi et
al. [24] explored the role of the
prosequence of ROL expressed in S. cerevisiae and indicated that the
prosequence might support the correct folding of its mature portion and its
subsequent secretion from the yeast cells.
In this study, we constructed a chimeric lipase from R. oryzae by replacing
the prosequence with that from <span class="Species">R. chinensis lipase and successfully
expressed in P. pastoris at high-level. The chimera was characterized and
its performance for biodiesel production from non-edible tung oil was investigated
by response surface methodology.
Results and discussion
Design of the chimeric lipase
<span class="Species">Rhizopus sp. are mainly divided into three groups, including R.
microsporus, <span class="Species">R. oryzae, R. stolonifer[27]. In our previous study, a lipase gene (GenBank
accession No. EF405962) cloned from R. chinensis CCTCC M201021 (belongs
to R. microsporus) was expressed at high-level (2130 U/mL) in P.
pastoris which was about 580 times higher than that of the wild-type
R. chinensis lipase [28,29]. We noticed a big gap between the
expression level of the R. chinensis lipase (RCL) and the R.
oryzae lipase. Rhizopus sp. lipases are synthesized as
prepro-proteins. In vivo expression and in vitro refolding
experiments of R. oryzae lipase showed that the prosequence was very
important for the folding and secretion of an active lipase [24-26]. Through analysis, the deviation of the prosequences
between RCL and ROL let us come up with an idea to construct a chimeric lipase
from R. oryzae by replacing the prosequence with that from R.
chinensis lipase in order to improve the expression level of the lipase
from R. oryzae.
The cloned DNA sequence of the prepro-lipase gene from R. oryzae XY1 was
1176 bp shared 99.75% with the <span class="Species">R. oryzae lipase gene sequence (GenBank
accession No. AF229435) and 100% homology with the amino acid sequence. Amino
acid sequence alignment shows that R. oryzae lipase was most closely
related to RCL with 75.6% homology (Figure 1A). They
both contain the conserved catalytic triad S-H-D indicated by star
(Figure 1A). However, the prosequence from the
R. oryzae lipase only shared 47.4% identity with that from the
R. chinensis lipase. Compared to the R. oryzae lipase, the
much higher expression level of the R. chinensis lipase in P.
pastoris was probably contributed by the different amino acid
composition of the prosequence. The chimeric R. oryzae lipase was
constructed by replacing the prosequence with that from the R.
chinensis lipase, named as proAROL (Figure 1B), in an aim to improve the expression level of the lipase from R.
oryzae.
Figure 1
(A) Alignment of amino acid sequences from
lipase and
lipase; (B) Scheme of the chimeric lipases proAROL and r27AROL.
(A) Alignment of amino acid sequences from
lipase and
lipase; (B) Scheme of the chimeric lipases <span class="Chemical">proAROL and <span class="Chemical">r27AROL.
Expression and properties of the chimeric lipase
As shown in Figure 2, after replacing the prosequence,
the activity of the chimeric lipase proAROL reached the maximum of 4050 U/mL by
<span class="Chemical">pNPP assay after induction of 76 h, which was 11 fold higher than
that of the parent. It was probably that the increased lipase activity of the
chimera was induced by an increased secretion or an increased catalytic rate. To
explore the reason, we investigated the differences of the total protein
concentrations in the supernatant, cell concentrations and the kinetic
parameters between the chimeric lipase and the non-chimeric lipase. The cell
concentrations (DCW, dry cell weight) were very similar, while the total protein
concentration of the supernatant expressed by GS115/pPIC9K-proAROL increased
significantly by 9.6 times, which was also evident in SDS-PAGE
(Figure 3). The specific lipase production
(pNPP assay) reached 33 750 U/g dry cell weight for the chimeric
lipase and 3 068 U/g dry cell weight for the non-chimeric lipase, and the
specific lipase activity reached 779 U/mg protein by pNPP assay (2 493
U/ mg protein by pH-stat assay) for the chimeric lipase and 681 U/mg protein by
pNPP assay (2 078 U/ mg protein by pH-stat assay) for the
non-chimeric lipase. On SDS-PAGE the target band of the chimera was much thicker
than that of the parent and both recombinant lipases migrated as a single band
with a molecular mass of about 37 kDa, which was lower than the calculated
molecular weights of proROL and proAROL (39 kDa). We further purified the
chimera and non-chimera for analysis of the N-terminal amino acid sequences and
enzymatic properties. The N-terminal sequence of the secreted chimeric lipase,
named as r27AROL, was D-T-E-T-V-G-G, corresponding to 27 amino acids of
C-terminal part of the prosequence of proAROL, and the N-terminal sequence of
the secreted wild type, named as r28ROL, was D-D-N-L-V-G-G, which retained 28
amino acids of C-terminal part of the prosequence of proROL. The results
suggested that the secreted lipases was cleaved by Kex2-like protease in P.
pastoris at the recognition site Lys-Arg of the prosequences, which was
also observed in other reports [28,30]. The kinetic parameters were determined using
p-nitrophenyl palmitate (pNPP) as substrate. The
interfacial kinetic parameter Km* value for the
chimera was not changed compared to the parent and the
kcat* value was 1.32 times higher than that
of the parent. The results suggested that the increased secretion of the
chimeric lipase was the main factor for the much higher lipase activity of the
chimera in the supernatant but the improved catalytic rate of the chimera only
contributed a little. The highest expression level previously reported on a
mature R. oryzae lipase expressed in P. pastoris was 1334 U/mL
(pH-stat assay using oliveoil emulsion as substrate) with the specific lipase
production of 27 791 U/g dry cell weight [18], which was lower than the expression level of the
chimera in this study. However, these values are not fully comparable since
different activity assays with different substrates and conditions have been
used. In order to reach a more comparable level, the activity of the same
chimeric lipase sample was measured in parallel by both pNPP assay and
pH-stat assay. The results indicated that the lipolytic activity values reported
in the present work were an underestimation since the activity by pH-stat assay
(12 960 U/mL) was about 3 times higher than that by pNPP assay (4050
U/mL).
Figure 2
Lipase activity, protein concentration, cell concentration profiles of
GS115/pPIC9K-proROL and GS115/pPIC9K-proAROL. Lipase activity by
pNPP assay: (▪) chimera, (□) parent; Protein
concentration: (▴) chimera, (Δ) parent; Cell concentration:
(•) chimera, (○) parent.
Figure 3
SDS-PAGE analysis of recombinant lipases. Lane 1: supernatant of
GS115/pPIC9K as negative control; Lane 2: supernatant of
GS115/pPIC9K-proROL; Lane 3: supernatant of GS115/pPIC9K-proAROL.
Lipase activity, protein concentration, cell concentration profiles of
GS115/pPIC9K-proROL and GS115/pPIC9K-<span class="Chemical">proAROL. Lipase activity by
pNPP assay: (▪) chimera, (□) parent; Protein
concentration: (▴) chimera, (Δ) parent; Cell concentration:
(•) chimera, (○) parent.
SDS-PAGE analysis of recombinant lipases. Lane 1: supernatant of
GS115/pPIC9K as negative control; Lane 2: supernatant of
GS115/pPIC9K-proROL; Lane 3: supernatant of GS115/pPIC9K-proAROL.Both lipases exhibited maximum activity at pH 8.5 and could keep more than
80±2% of the maximum activity after incubating at pH 7.0~9.0 for 24 h.
However, the lipase activity decreased dramatically when temperature was over
50°C or pH was over 10.0. The optimum temperature for both lipases was
40°C. r27AROL could keep 85±3% of the maximum activity after
incubating for 1 h at 40°C, and r28ROL retained 70±2% residual
activity at the same condition. The prosequence from Rhizopus sp. not
only supports folding of the lipases but also has the function to improve the
thermostability of the prolipase compared with the mature lipase, such as the
R. oryzae lipases expressed in E. coli[26], the R. chinensis lipases
[28] and the R.
arrhizus lipases expressed in P. pastoris[21]. In agreement with these reports, the
thermostability of the mature R. oryzae lipase by P. pastoris
in this study was also much lower than those of r28ROL and r27AROL, which
retained 55±3% residual activity with the same heat treatment.The mechanism of the prosequence of the lipases from Rhizopus sp. seems
to be more complicated. In the case of <span class="Chemical">proROL produced in E. coli, Beer
et al.[26] presumed that
cysteine-30 in the prosequence might play a key role in facilitating the folding
of the enzyme and work as an intramolecular disulfide reagent, analogously to
the role of the cysteine residue in the prosequence of pro-bovinepancreatic
trypsin inhibitor [31]. While on the
contrary Takahashi et al.[24]
found that the mutation from cysteine-30 to serine in the prosequence of proROL
expressed in S. cerevisiae did not affect the activity in either extra-
or intracellular fractions. They proposed a model on the behavior of ROL in the
ER lumen of S. cerevisiae. ROL with the wild-type prosequence is folded
correctly by the function of the prosequence in the ER lumen and secreted
extracellularly. Certain deletions in the prosequence block correct folding of
the mature portion, so that ROLs with the mutated prosequences are retained in
the ER lumen. Moreover, N-linked glycosylation might also influence the
secretion and thermostability of enzymes [32,33]. The lipase from R. oryzae has
three potential sites of N-glycosylation, one being in the prosequence and
others in the mature portion [24]. The
mutation of the glycosylation site in the prosequence of this enzyme did not
affect either the secretion of active lipase [24] or the thermostability of proROL [30]. However, the prosequence from R.
chinensis lipase contained three potential N-glycosylation sites, which
might be the contributor for the high secretion and thermostability for the
chimera r27AROL. Further analysis is necessary to make clear the differences
between the prosequences from R. oryzae lipase and R.
chinensis lipase. And to elucidate the structural relationship between
the prosequence and mature portion, crystallographic analysis is ongoing in our
further research.
Comparison of the production of FAME from tung oil by the lipases
Immobilization is the key to the operational performance of an enzyme in
industrial processes, particularly for reuse in nonaqueous media [34]. Resin has been often used for
immobilization of enzymes for use in nonaqueous media, which involves dispersal
of enzyme over a large surface. The chimeric lipase r27AROL was immobilized on
anion exchange resin Amberlite IRA-93 and the performance of <span class="Chemical">FAME production by
the lipases was compared among the immobilized r27AROL and the free enzymes.
Figure 4 shows the FAME formation at 24 h, 48 h
and 72 h in the reaction media at 40°C. All four enzymes showed a higher
conversion at 48 h than that at 24 h and to extend the reaction time to 72 h did
not further increase the FAME yields. Under the same indicated reaction
condition the FAME yield by immobilized r27AROL was higher than all three free
lipases, which reached 89.5±2.2% at 48 h. The immobilized enzymes are
generally known to give better transformation rates in nonaqueous media due to
the larger surface area of the immobilized biocatalyst. On the contrary, free
enzyme usually suffers mass transfer problem in low water media [34]. The free chimeric r27AROL exhibited
better performance than the free non-chimeric r28ROL and free mature mROL,
probably due to the different thermostability. r27AROL was the most thermostable
lipase among them, while mROL without the prosequence showed the lowest
thermostability.
Figure 4
Bioconversion of tung oil to fatty acid methyl esters by the
immobilized r27AROL, free r27AROL, free r28ROL and free mROL.
The reaction was carried out by adding 81 U lipase into 10 g tung oil,
methanol to oil molar ratio of 3.5:1 (Methanol was added by four steps.)
at 4.5 wt.% water content in a 40°C shaker.
Bioconversion of tung oil to <span class="Chemical">fatty acid methyl esters by the
immobilized r27AROL, free r27AROL, free r28ROL and free mROL.
The reaction was carried out by adding 81 U lipase into 10 g tung oil,
methanol to oil molar ratio of 3.5:1 (Methanol was added by four steps.)
at 4.5 wt.% water content in a 40°C shaker.
Optimization of the production of FAME by response surface methodology
Response surface methodology (RSM), one of the global optimization methods, helps
in evaluating the effective factors and in building models to study interaction,
and to select optimum conditions of variables for a desired response. In this
study, RSM was adopted to optimize the process of methanolysis of tung oil to
FAME by the immobilized chimeric lipase from R. oryzae. Based on the
results obtained from single factor experiments and other most commonly used
factors in the transesterification reactions catalyzed by R. oryzae
lipases [13,35,36], the major factors affecting the
transesterfication were water content, ratio of methanol to oil, and enzyme
dosage. A five-level-three-factor central composite rotatable design (CCRD) was
adopted to evaluate the effects of the above three factors on the FAME yield.
The corresponding CCRD and experimental data were shown in Table 1 and Table 2, respectively. The
data was fitted to quadratic polynomial model using the software Design-Expert
8.0.7.1, and the polynomial model for the yield of FAME was given below (in
terms of actual factors):
Table 1
Independent variables: coded and real value in center composite
rotatable design
Variables
Symbols
Levels
−1.68 (−α)
−1
0
+1
+1.68(+α)
Initial water added based on oil weight (wt.%)
A
0.30
2.00
4.50
7.00
8.70
Methanol to tung oil molar ratio (mol/mol)
B
0.98
2.00
3.50
5.00
6.02
Enzyme concentration based on oil weight (wt.%)
C
8.3
10.00
12.50
15.00
16.70
Table 2
Central composite rotatable design arrangement and responses
Variable levels
Yield (%)
Design point
A: water content (wt. %)
B: Methanol to oil molar ratio
C: Enzyme concentration (wt. %)
Experimental
Predicted
1
2.00
2.00
10.00
50.7
51.0
2
7.00
2.00
10.00
81.4
79.7
3
2.00
5.00
10.00
70.2
65.8
4
7.00
5.00
10.00
81.2
83.9
5
2.00
2.00
15.00
65.6
62.6
6
7.00
2.00
15.00
77.7
81.8
7
2.00
5.00
15.00
73.4
74.8
8
7.00
5.00
15.00
84.2
83.6
9
0.30
3.50
12.50
46.2
49.4
10
8.70
3.50
12.50
83.7
80.9
11
4.50
0.98
12.50
67.2
67.3
12
4.50
6.02
12.50
80.8
81.2
13
4.50
3.50
8.30
75.8
77.5
14
4.50
3.50
16.70
88.1
86.9
15
4.50
3.50
12.50
92.1
89.5
16
4.50
3.50
12.50
90.9
89.5
17
4.50
3.50
12.50
90.1
89.5
18
4.50
3.50
12.50
90.3
89.5
19
4.50
3.50
12.50
86.1
89.5
20
4.50
3.50
12.50
87.7
89.5
Independent variables: coded and real value in center composite
rotatable designCentral composite rotatable design arrangement and responsesWhere FAME yield (%) is the respn>onse value, A is the initial water added based on
oil weight (wt. %), B is methanol to tung oil molar ratio (mol/mol), and C is
enzyme concentration based on oil weight (wt.%).The results obtained were than analyzed by ANOVA to assess the goodness of fit.
The ANOVA of the model and respective model terms are tabulated in
Table 3. The Model F-value of 31.80 implies the
model is significant. There is only a 0.01% chance that a "Model F-Value" this
large could occur due to noise, indicating that the quadratic model is reliable
in predicting the FAME yield. Values of "Prob > F" less than 0.0500 indicate
model terms are significant. In this study, it was observed that all the linear
and quadratic terms of <span class="Chemical">water content (A), molar ratio of methanol to oil (B),
and enzyme dosage (C) had a significant effect on the FAME yield. Besides that,
the effect of interaction between water content and molar ratio of methanol to
oil (AB) also affected the FAME yield significantly. To test the fit of the
model, the coefficient of determination (R) were
evaluated, which was 0.9662 indicating that the model does not explain only
3.38% of total variations. The adjusted determination coefficient (Adj
R = 0.9359) was also high to advocate for a
high significance of the model.
Table 3
ANOVA of the model and respective model terms
Source
Degree of freedom
Mean square
F-Value
Prob > F
Remarks
Model
9
336.95
31.80
< 0.0001
Significant
A
1
1193.46
112.63
< 0.0001
Significant
B
1
233.52
22.04
0.0008
Significant
C
1
106.21
10.02
0.0101
Significant
AB
1
55.13
5.20
0.0457
Significant
AC
1
44.18
4.17
0.0684
Not significant
BC
1
3.12
0.29
0.5990
Not significant
A2
1
1068.61
100.85
< 0.0001
Significant
B2
1
422.01
39.83
< 0.0001
Significant
C2
1
97.47
9.20
0.0126
Significant
Residual
10
10.60
Lack of fit
5
16.29
3.32
0.1068
Not significant
Pure error
5
4.90
R = 0.9662,
R (adjusted) = 0.9359.
ANOVA of the model and respective model termsR = 0.9662,
R (adjusted) = 0.9359.The entire relationships between reaction factors and response could be better
understood by examining contour plots and response surface curves generated from
the predicted model Eq. (1). As shown in Figure 5,
all three contour plots were convex nature indicating that there were
well-defined optimum operating conditions for the trans<span class="Chemical">esterification of
<span class="Chemical">FAME.
Figure 5
(A-C) Response surface curves and contour plots of FAME yields showing
the interactions among the initial water added based on oil weight
(wt.%, A), methanol to tung oil molar ratio (mol/mol, B) and enzyme
concentration based on oil weight (wt.%, C). (A) Fixed
level: C 12.5 wt. %; (B) Fixed level: A 4.5 wt.%; (C)
Fixed level: B 3.5.
(A-C) Response surface curves and contour plots of FAME yields showing
the interactions among the initial <span class="Chemical">water added based on oil weight
(wt.%, A), methanol to tung oil molar ratio (mol/mol, B) and enzyme
concentration based on oil weight (wt.%, C). (A) Fixed
level: C 12.5 wt. %; (B) Fixed level: A 4.5 wt.%; (C)
Fixed level: B 3.5.
Usually, in nonaqueous media an optimum amount of water was needed for
biocatalysis. Lipases possess the unique feature of acting at the aqueous and
nonaqueous interface. Activation of lipase involves the opening of the lid on
the <span class="Chemical">oil–water interface, hence allowing substrates access to the active
site [37]. Therefore, the
transesterification yields and the activity of the lipase in nonaqueous media
depend on the size of interfacial area which can be increased by the addition of
certain amounts of water. However, since lipases usually catalyze hydrolysis in
aqueous media, excess water may also stimulate the competing hydrolysis
reaction. The optimum water content is a compromise between minimizing
hydrolysis and maximizing enzyme activity for the transesterification reaction
[38]. Figure 5A shows contour plots regarding the effects of water content,
methanol to oil molar ratio and their interactions on FAME yield at a constant
enzyme dosage of 12.5 wt.%. The elliptical curves of the contour plots indicated
that the interaction between water and methanol was strong [39], where both water content and methanol
content are critical parameters for lipase activity, and water affects the
distribution of water molecules present in the reaction system. When the water
content was in the range from 4.40 wt.% to 7.09 wt.% with the methanol to oil
molar ratio between 2.87 and 4.92, the FAME yield would exceed 90%. With the
water content as low as 0.3 wt.%, the lipase activity was very low and the FAME
yield could only reach about 40%. With the increased addition of water there was
a considerable increase in the ester production showing the enhancement in the
activity of the enzyme. However, at the water content beyond 7.09 wt.%, the
production of esters decreased. Tamalampudi et al.[40] also reported that the optimum water
content was 5% (v/v) in Jatropha oil for producing
FAME catalyzed by immobilized whole-cell R. oryzae lipase. The free
R. oryzae lipase catalyzed the methanolysis of soybeanoil in the
presence of 4~30 wt.% water, while the lipase was nearly inactive in the absence
of water [13]. In contrast Candida
antarctica lipase (Novozym 435), which shows no interfacial activation
without a lid covering the entrance to the active site [41], displayed the highest activity without addition of
water [40].
Methanol concentration is another crucial parameter for biosynthesis of <span class="Chemical">FAME. The
Excess methanol would accelerate reaction rates, while on the other hand the
poor solubility of methanol in oils and good solubility in water may lead to the
loss of enzyme activity. Many researchers successfully improved the biodiesel
yield by adding alcohol in a stepwise manner in solvent-free system to minimize
inhibition of the enzyme [42]. In this
study, experiments were performed at molar ratios of methanol to oil ranging
from 0.98:1 to 6.02:1 by four-stepwise addition of methanol (Figure 5A and B). As was expected, an increase in the number of
moles of methanol with respect to the oil resulted in an increase in the FAME
yield. Ultimately, the formation of methyl esters reached a maximum level and
further increases in the methanol to tung oil molar ratio resulted in a decrease
in the formation of esters. This tendency was consistent with other researches
which revealed that the optimum molar ratio of methanol to oil was 5:1 using
immobilized R. oryzae lipase [14,36].
Enzyme dosage may also influence the conversion of the methyl esters. The contour
plots and the respn>onse surface curves in Figure 5B
and C show the predicted respn>onse surface of <span class="Chemical">FAME yield as a function of enzyme
dosage and water content or methanol to oil molar ratio. Enzyme loading in the
range from 8.30 wt.% to 16.70 wt.% was examined in the transesterification of
tung oil with methanol. The FAME yield above 90% was obtained in the presence of
10.83 wt.% to 15.70 wt.% enzyme at the water content between 4.40 wt.% and 7.09
wt.% with a fixed methanol to oil molar ratio of 3.5. Lower amount of
immobilized enzyme would lead to lower FAME yields, while too much catalyst in
the reaction system might cause mass transfer limitations. This behavior also
has been observed by other researchers [40,43].
Optimization analysis
The optimum conditions for the three variables were obtained using numerical
optimization feature of Design-Expert 8.0.7.1. The software searches for a
combination of factors that simultaneously satisfy the requirements placed on
each of the response and factors. The goal was set to maximize the FAME yield in
the high and low limit ranges of the three variables as stated in
Table 1. The optimized condition calculated was
5.66 wt.% of the initial <span class="Chemical">water added based on oil weight, 3.88 of methanol to
tung oil molar ratio and 13.24 wt.% of enzyme concentration based on oil weight,
under which the predicted FAME yield reached 92.6%. In order to verify the
prediction of the model, the transesterification of tung oil with methanol using
the immobilized chimeric r27AROL was carried out under the predicted optimal
reaction condition. The experimental FAME yield was 91.9±2.5%, a figure
well within the estimated value of the model equation. The results achieved here
also confirmed the validity of the predicted model.
Operational stability of the immobilized r27AROL
To further examine the potential of the immobilized <span class="Chemical">r27AROL for <span class="Chemical">FAME production,
reusability of the lipase was investigated. After each batch reaction, the
immobilized lipase was recovered by filtration and the next batch was carried
out with fresh substrate. As shown in Figure 6,
85.1±1.8% of its original activity was maintained after being reused for
six batches, which indicated a promising application for biodiesel
production.
Figure 6
Operational stability of the immobilized r27AROL.
Operational stability of the immobilized <span class="Chemical">r27AROL.
Conclusion
Using tung oil as non-edible raw material and a chimeric lipase from R.
oryzae as an economic catalyst make this study a promising one for
biodiesel applications. In the present work, a chimeric lipase from R.
oryzae was constructed by replacing the prosequence with that from R.
<span class="Species">chinensis lipase and successfully expressed in P. pastoris with
the highest activity of 4050 U/mL, which was 11 fold higher than that of the parent.
This is the first report on improving the expression level of the lipase from R.
oryzae by replacing prosequences. The immobilized chimera was used
successfully for biodiesel production from tung oil, which achieved higher FAME
yield compared with the free chimeric lipase, non-chimeric lipase and mature lipase.
By response surface methodology, three variables, water content, methanol to tung
oil molar ratio and enzyme dosage were proved to be crucial parameters for
biosynthesis of FAME and the FAME yield reached 91.9±2.5% at the optimized
conditions by adding 5.66 wt.% of the initial water based on oil weight, 3.88 of
methanol to tung oil molar ratio and 13.24 wt.% of enzyme concentration based on oil
weight at 40°C.
Methods
Strains, plasmids and materials
R. oryzae XY1 suitable for biodiesel production was isolated from soil
and conserved in our lab, which was used for ROL gene amplification. P.
pastoris GS115 and plasmid pPIC9K were purchased from the Invitrogen
Company. Tung oil was purchased from Luzhou Co. Ltd. (Sichuan, China) with acid
value of 2.19 mg KOH/g, composed of 2.8% palmitic acid (C16:0), 1.5% of stearic
acid (C18:0), 5.8% oleic acid (C18:1), 11.1% linoleic acid (C18:2), 1.7%
linolenic acid (C18:3), 66.4% elaeostearic acid (C18:3), 1.6% eicosenoic acid
(C20:1) and 9.2% behenic acid (C22:0). Methyl palmitate, methyl stearate, methyl
oleate, methyl linoleate, methyl linolenate, methyl elaeostearate, methyl
eicosenoate, methyl behenate and methyl heptadecanoate were purchased from Sigma
Co. Ltd.. 9(Z),11(E),13(E)-Octadecatrienoic acid methyl ester (methyl
elaeostearate) was purchased from Cayman Chemical Co. (USA). Anion exchange
resin Amberlite IRA-93 was purchased from Cangzhou Co. Ltd. (Hebei, China). All
other chemicals are of analytical grade.
Cloning of R. oryzae lipase gene, construction of the lipase
expression vectors and transformation
The open reading form of the rol gene was amplified directly from R.
oryzae XY1 genomic DNA using a pair of primers, <span class="Gene">ROL-F1
(CCGATGGTTTCATTCATTTCCA) and ROLR1 (GCTTACAAACAGCTTCCTTCG)
according to the sequence of the lipase from R. oryzae (GenBank
accession no. AF229435). The PCR fragment was DNA sequenced, based on which the
lipase gene without its own signal peptide (proROL) was amplified using
a pair of primers, ROL-F2 (ATCCCTAGGGTTCCTGTTTCTGGTAAATC) and ROLR2
(CAGTGCGGCCGCTTACAAACAGCTTCCTTCG). The restriction sites
AvrII and NotI were incorporated into the forward and
reverse primer sequence, respectively. The PCR fragment was ligated into the
respective sites of pPIC9K resulting in pPIC9K-proROL under the control of the
methanol inducible alcohol oxidase 1 promoter
(P) and fused in-frame with the
α-factor secretion signal peptide of S. cerevisiae. For
construction of the chimeric lipase gene, primers RCL-F2
(ATCCCTAGGGTTCCTGTTGCTGGTCATAAAGGTTC) and RCL-PROR
(GCTGGGGGCAGTGGACGTAGCAGGAATAGG) were used to amplify the prosequence from
R. chinensis lipase with pPIC9K-proRCL [28] as template; primers ROL-MatureF
(TCCTGCTACGTCCACTGCCCCCAGCTCTGATGGTGGTAAGG) and ROLR2 were used to amplify the
mature lipase gene from R. oryzae with pPIC9K-proROL as template; then
these two PCR fragments were ligated by overlap extension polymerase chain
reaction (OE-PCR) to generate the chimeric lipase gene proAROL. For
expression of mROL, the mature lipase gene from R. oryzae was amplified
using a pair of primers, ROL-mF (ATTCCTAGGTCTGATGGTGGTAAGGT) and ROLR2.
The digested PCR fragments of proAROL and mROL by
AvrII and NotI were ligated into the respective sites of
pPIC9K resulting in pPIC9K-proAROL and pPIC9K-mROL, respectively. P.
pastoris GS115 was transformed with BglII-linearized plasmids
by electroporation, and selection of His
transformants and geneticin resistant transformants was done on minimal dextrose
medium (MD, Invitrogen BV) and YPD-G418 medium (Invitrogen BV), respectively.
The positive transformants were confirmed by PCR.
Expression of lipases in P. pastoris
Fermentation experiments were performed in a 7-L bioreactor (New Brunswick,
BioFlo 110, USA) as described by Wu [29]. Briefly, in the glycerol batch phase, 200 mL of inoculum
was directly added into 2.6 L of a Fermentation <span class="Chemical">Basal Salts Medium and the
fermentation conditions were maintained at 28°C, pH 5.0 and dissolved
oxygen (DO) between 20 and 60% saturation. Until all of the glycerol was
consumed, then the process was converted to a glycerol fed-batch phase, with
feeding of 50% (v/v) glycerol containing 1.2% (v/v) trace
solution at the average rate of 12.4 g/L/h. After the desired biomasses were
reached, the methanol fed-batch phase was initiated, during which the culture
was supplied with 100% (v/v) methanol containing 1.2% (v/v)
trace solution, and the methanol concentration was controlled at 1 g/L by an
on-line methanol analyzer (FC2002, Shanghai Super-xinxi, China).
Lipase activity determination
Lipase activity was measured on emulsified pNPP according to Kordel
et al.[44]. One enzyme unit
was defined as the amount of enzyme releasing 1μmol of
<span class="Chemical">p-nitrophenol per minute under the assay conditions. And the lipase
activity was measured by pH-stat assay using oliveoil emulsion as substrate
[18]. One unit was defined as
the amount of enzyme required to release 1 mmol of fatty acid per minute under
assay conditions. All the assays were done in triplicate, and significant
differences (p<0.05) were measured.
Lipase purification
The recombinant enzymes from the culture supernatant after cultivation for 76 h
were purified through ultrafiltration, SP-<span class="Chemical">Sepharose column, <span class="Chemical">Phenyl-sepharose 6
FF column as described by Yu [28].
Effect of temperature and pH on enzyme stability and activity
Optimal pH was determined by examining the activity of the enzyme <span class="Species">at 40°C in
the range of pH 5.0~11.0. The pH stability was measured by incubating lipase
solution in buffers (50mM, pH 5.0~11.0) for 1 h at 25°C and analyzing the
residual activity. Optimal temperature was determined by measuring the enzyme
activity at optimal pH under various temperatures (20~60°C).
Thermostability was determined by pre-incubating the purified enzyme in the
temperature range of 20~60°C for 0.5 h. Lipase activity was determined by
<span class="Chemical">pNPP assay.
Kinetic parameters
The interfacial kinetic parameters k*cat and
K*m were determined in a heterogeneous medium using
<span class="Chemical">pNPP as substrate according to the method described by Burdette
et al.[45].
Preparation of immobilized lipase
The crude lipase from supernatant of the culture was lyophilized and redissolved
in 50mM Tris–HCl buffer (pH 8.5). The method for immobilization of the
lipase was described by Wang et al.[14]. Briefly, the macroporous anion exchange resin
Amberlite IRA-93 (1 g) and the lipase (2 mg) were mixed together in 50mM
Tris–HCl buffer (pH 8.5) at 20°C for 4 h <span class="Species">at 160 rpm. These particles
above were filtered, and then mixed with fresh lipase (2 mg) and <span class="Chemical">glutaraldehyde
(0.5 (v/v) % based on total volume) in 5 mL buffer at 28°C for 20
min. The immobilized lipase was rinsed thrice with 15mL Tris–HCl buffer
[2]. The activity of the
immobilized lipase (U/g support) was 65 U/g.
Enzymatic methanolysis reaction
The methanolysis reaction carried out with the immobilized lipase or the free
lipases in the solvent-free system in screw-capped 50-mL vials on a shaker at
160 rpm and 40°C for 48 h, unless indicated specifically. The reaction
mixture contained 10 g <span class="Chemical">tung oil, a certain amount of methanol, enzyme and water
with a total volume around 13 mL. Details about molar ratio of methanol to oil,
enzyme concentration based on oil weight (wt.%), and the initial water added
based on oil weight (wt.%) were specified for each case. Methanol was added by
four steps. The first portion of methanol and 10 g of oil were added at the
start of the reaction; the second, the third and the fourth portion of methanol
were added at an interval of 8 h. Reactions were performed in triplicate.
Gas chromatography analysis
The FAME contents in the reaction mixture were quantified using a gas
chromatography (Agilent 7890, USA) equipped with a flame ionization detector
(FID). The column was a Nukol capillary column (0.25 mm × 60 m, Supelco,
USA). Helium was used as a carrier gas. The column temperature was kept at
100°C for 1 min, heated to 230°C at 4°C /min, held at that degree
for 25 min. The temperatures of the injector and detector were set at
300°C. Methyl heptadecanoate served as the internal standard for GC.
Aliquots of 100 μL samples were taken from the reaction mixture and
centrifuged at 12 000 rpm for 10 min to obtain the upper layer, and were diluted
in n-hexane and mixed with methyl heptadecanoate. Then, analyses were done by
injecting 1 μl sample into the column. Methyl palmitate (C16:0), methyl
stearate (C18:0), methyl oleate (C18:1), methyl linoleate (C18:2), methyl
linolenate (C18:3), methyl elaeostearate (C18:3), methyl eicosenoate (C20:1) and
methyl behenate (C22:0) were used as standards. FAME yield (%) was defined as
FAME amount produced divided by initial amount of oil (g/g).
Central composite rotatable design and statistical analysis
RSM was used to evaluate the best conditions for the FAME yield. A
five-level-three-factor CCRD, including six replicates at the center point,
totaling 20 assays, was adopted to evaluate the effects of enzyme dosage, molar
ratio of <span class="Chemical">methanol to oil and water content on the FAME yield of the reaction in
this study. The corresponding CCRD was shown in Table 1. The data obtained were fitted to a second-order polynomial
equation using the software Design-Expert 8.0.7.1:
where Y is the response (% <span class="Chemical">FAME yield),
β, β,
β and
β are the regression coefficients for
the intercept, linear, quadratic and interaction terms, respn>ectively and
Xi and Xj are the independent
variables. Design-Expert 8.0.7.1 was used for analysis of variance (ANOVA) and
predicting the optimal conditions for the enzymatic reaction.
Each batch of the reaction was carried out at the optimized conditions by adding
5.66 wt.% of the initial water based on <span class="Chemical">oil weight, 3.88 of methanol to tung oil
molar ratio and 13.24 wt.% of enzyme concentration based on oil weight at
40°C for 48 h. After each batch, the immobilized r27AROL was recovered by
filtration, washed two times with cold hexane, then vacuum-dried before use in
the subsequent batch.
Abbreviations
ROL: The <span class="Species">R. oryzae lipase; proROL: The R. oryzae prolipase;
proAROL: The chimeric R. oryzae prolipase; r27AROL: The truncated chimeric
R. oryzae prolipase secreted by Pichia pastoris; r28ROL: The
truncated non-chimeric R. oryzae prolipase secreted by Pichia
pastoris; mROL: The mature R. oryzae lipase; RCL: The R.
chinensis lipase; FAME: Fatty acid methyl esters; RSM: Response surface
methodology; CCRD: Central composite rotatable design; DCW: Dry cell weight; FID:
Flame ionization detector; pNPP: p-nitrophenyl palmitate
Competing interests
The authors declare that they have no competing interests.
Authors’ contributions
YXW and XY designed the research and prepared the manuscript. YXW, SC, GYL did the
experiments. RX helped to revise the manuscript. All authors read and approved the
final manuscript.
Authors: Kimberly Mayes; Suehyb G Alkhatib; Kristen Peterson; Aiman Alhazmi; Carolyn Song; Vivian Chan; Tana Blevins; Mark Roberts; Catherine I Dumur; Xiang-Yang Wang; Joseph W Landry Journal: Cancer Res Date: 2016-09-20 Impact factor: 12.701